epa-rcra-violations

Final project for Machine Learning & Public Policy class

To run the full pipeline: python3 full_pipeline_files/new_pipe.py

Files:

• cleaners.py : used to clean csv data
• grids.py : collection of model parameters
• epa_pipeline.py : helper functions for pipeline
• final_acs_join.py : merges ACS features to RCRA features
• has_violation.py : creates RCRA features dataframe
• ml_pipe.py : helper functions for pipeline
• model_analyzer.py : functions for analyzing models
• new_pipe.py : runs the pipeline
• pipeline for latest results.ipynb : runs the new pipeline analysis